For decades, scientists have generally thought that rivers emit more carbon dioxide, a greenhouse gas, than they take in. But a new analysis of every river network in the contiguous United States—including underrepresented rivers in deserts and shrublands—challenges this assumption, uncovering hints that many Western waterways may be soaking up carbon dioxide from the atmosphere.